Fireball Report

Dataset statistics

Number of variables	22
Number of observations	929
Missing cells	3830
Missing cells (%)	18.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	159.8 KiB
Average record size in memory	176.1 B

Variable types

DateTime	1
Categorical	3
Numeric	16
Unsupported	2

Alerts

`Latitude (deg.)` has a high cardinality: 571 distinct values	High cardinality
`Longitude (deg.)` has a high cardinality: 670 distinct values	High cardinality
`vy` is highly correlated with `Velocity (km/s)`	High correlation
`vz` is highly correlated with `Lat`	High correlation
`Total Radiated Energy (J)` is highly correlated with `Calculated Total Impact Energy (kt)`	High correlation
`Calculated Total Impact Energy (kt)` is highly correlated with `Total Radiated Energy (J)`	High correlation
`quarter` is highly correlated with `month`	High correlation
`month` is highly correlated with `quarter`	High correlation
`Lat` is highly correlated with `vz`	High correlation
`Long` is highly correlated with `vx`	High correlation
`Velocity (km/s)` is highly correlated with `vx` and 1 other fields	High correlation
`vx` is highly correlated with `Velocity (km/s)` and 1 other fields	High correlation
`Latitude (deg.)` has 190 (20.5%) missing values	Missing
`Longitude (deg.)` has 190 (20.5%) missing values	Missing
`Altitude (km)` has 458 (49.3%) missing values	Missing
`Velocity (km/s)` has 653 (70.3%) missing values	Missing
`vx` has 653 (70.3%) missing values	Missing
`vy` has 653 (70.3%) missing values	Missing
`vz` has 653 (70.3%) missing values	Missing
`Lat` has 190 (20.5%) missing values	Missing
`Long` has 190 (20.5%) missing values	Missing
`Total Radiated Energy (J)` is highly skewed (γ1 = 29.63127787)	Skewed
`Calculated Total Impact Energy (kt)` is highly skewed (γ1 = 28.79922147)	Skewed
`Latitude (deg.)` is uniformly distributed	Uniform
`Longitude (deg.)` is uniformly distributed	Uniform
`Peak Brightness Date/Time (UT)` has unique values	Unique
`date` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`time` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`hour` has 33 (3.6%) zeros	Zeros
`minute` has 18 (1.9%) zeros	Zeros
`second` has 11 (1.2%) zeros	Zeros
`weekday` has 117 (12.6%) zeros	Zeros

Reproduction

Analysis started	2022-09-22 18:13:12.997477
Analysis finished	2022-09-22 18:14:03.587007
Duration	50.59 seconds
Software version	pandas-profiling v3.3.0
Download configuration	config.json

Peak Brightness Date/Time (UT)
Date

UNIQUE

Distinct	929
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

Minimum	1988-04-15 03:03:10
Maximum	2022-08-21 16:35:49

Histogram

Histogram with fixed size bins (bins=50)

Latitude (deg.)
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	571
Distinct (%)	77.3%
Missing	190
Missing (%)	20.5%
Memory size	7.4 KiB

28.0N	4
52.0S	3
1.0N	3
50.2S	3
28.1N	3
Other values (566)	723

Length

Max length	5
Median length	5
Mean length	4.801082544
Min length	3

Characters and Unicode

Total characters	3548
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	433 ?
Unique (%)	58.6%

Sample

1st row	6.3S
2nd row	35.0S
3rd row	6.0S
4th row	44.8S
5th row	40.5S

Common Values

Value	Count	Frequency (%)
28.0N	4	0.4%
52.0S	3	0.3%
1.0N	3	0.3%
50.2S	3	0.3%
28.1N	3	0.3%
18.9N	3	0.3%
31.1S	3	0.3%
22.0N	3	0.3%
21.5S	3	0.3%
7.8N	3	0.3%
Other values (561)	708	76.2%
(Missing)	190	20.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
28.0n	4	0.5%
3.2n	3	0.4%
52.0s	3	0.4%
4.1s	3	0.4%
14.0n	3	0.4%
24.4s	3	0.4%
3.2s	3	0.4%
46.9n	3	0.4%
52.8n	3	0.4%
41.8s	3	0.4%
Other values (561)	708	95.8%

Most occurring characters

Value	Count	Frequency (%)
.	737	20.8%
S	374	10.5%
N	365	10.3%
2	270	7.6%
3	261	7.4%
1	257	7.2%
4	249	7.0%
5	215	6.1%
8	178	5.0%
6	173	4.9%
Other values (3)	469	13.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2072	58.4%
Uppercase Letter	739	20.8%
Other Punctuation	737	20.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	270	13.0%
3	261	12.6%
1	257	12.4%
4	249	12.0%
5	215	10.4%
8	178	8.6%
6	173	8.3%
7	166	8.0%
0	164	7.9%
9	139	6.7%

Uppercase Letter

Value	Count	Frequency (%)
S	374	50.6%
N	365	49.4%

Other Punctuation

Value	Count	Frequency (%)
.	737	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2809	79.2%
Latin	739	20.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	737	26.2%
2	270	9.6%
3	261	9.3%
1	257	9.1%
4	249	8.9%
5	215	7.7%
8	178	6.3%
6	173	6.2%
7	166	5.9%
0	164	5.8%

Latin

Value	Count	Frequency (%)
S	374	50.6%
N	365	49.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3548	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	737	20.8%
S	374	10.5%
N	365	10.3%
2	270	7.6%
3	261	7.4%
1	257	7.2%
4	249	7.0%
5	215	6.1%
8	178	5.0%
6	173	4.9%
Other values (3)	469	13.2%

Longitude (deg.)
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	670
Distinct (%)	90.7%
Missing	190
Missing (%)	20.5%
Memory size	7.4 KiB

64.6W	4
175.0E	3
37.2W	3
21.0E	3
56.4E	3
Other values (665)	723

Length

Max length	6
Median length	5
Mean length	5.381596752
Min length	3

Characters and Unicode

Total characters	3977
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	607 ?
Unique (%)	82.1%

Sample

1st row	51.5E
2nd row	78.4E
3rd row	86.9W
4th row	2.9W
5th row	76.6E

Common Values

Value	Count	Frequency (%)
64.6W	4	0.4%
175.0E	3	0.3%
37.2W	3	0.3%
21.0E	3	0.3%
56.4E	3	0.3%
147.6W	2	0.2%
52.2W	2	0.2%
31.7W	2	0.2%
25.7E	2	0.2%
51.5E	2	0.2%
Other values (660)	713	76.7%
(Missing)	190	20.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
64.6w	4	0.5%
37.2w	3	0.4%
21.0e	3	0.4%
56.4e	3	0.4%
175.0e	3	0.4%
18.8w	2	0.3%
175.3e	2	0.3%
53.1e	2	0.3%
6.5e	2	0.3%
174.4w	2	0.3%
Other values (660)	713	96.5%

Most occurring characters

Value	Count	Frequency (%)
.	738	18.6%
1	560	14.1%
E	378	9.5%
W	361	9.1%
6	243	6.1%
7	241	6.1%
5	230	5.8%
4	229	5.8%
3	226	5.7%
2	223	5.6%
Other values (3)	548	13.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2500	62.9%
Uppercase Letter	739	18.6%
Other Punctuation	738	18.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	560	22.4%
6	243	9.7%
7	241	9.6%
5	230	9.2%
4	229	9.2%
3	226	9.0%
2	223	8.9%
9	191	7.6%
0	188	7.5%
8	169	6.8%

Uppercase Letter

Value	Count	Frequency (%)
E	378	51.2%
W	361	48.8%

Other Punctuation

Value	Count	Frequency (%)
.	738	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3238	81.4%
Latin	739	18.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	738	22.8%
1	560	17.3%
6	243	7.5%
7	241	7.4%
5	230	7.1%
4	229	7.1%
3	226	7.0%
2	223	6.9%
9	191	5.9%
0	188	5.8%

Latin

Value	Count	Frequency (%)
E	378	51.2%
W	361	48.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3977	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	738	18.6%
1	560	14.1%
E	378	9.5%
W	361	9.1%
6	243	6.1%
7	241	6.1%
5	230	5.8%
4	229	5.8%
3	226	5.7%
2	223	5.6%
Other values (3)	548	13.8%

Altitude (km)
Real number (ℝ_≥0)

MISSING

Distinct	173
Distinct (%)	36.7%
Missing	458
Missing (%)	49.3%
Infinite	0
Infinite (%)	0.0%
Mean	36.12908705

Minimum	14.5
Maximum	74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	14.5
5-th percentile	22.2
Q1	29.5
median	34.8
Q3	40.7
95-th percentile	59.1
Maximum	74
Range	59.5
Interquartile range (IQR)	11.2

Descriptive statistics

Standard deviation	10.45789242
Coefficient of variation (CV)	0.2894590833
Kurtosis	1.620836554
Mean	36.12908705
Median Absolute Deviation (MAD)	5.5
Skewness	1.125621539
Sum	17016.8
Variance	109.3675138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	34	3.7%
33.3	15	1.6%
31.5	14	1.5%
40.7	11	1.2%
35.2	11	1.2%
29.6	10	1.1%
38	10	1.1%
26	10	1.1%
32.4	9	1.0%
32	8	0.9%
Other values (163)	339	36.5%
(Missing)	458	49.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14.5	1	0.1%
15.2	1	0.1%
16.7	1	0.1%
17	1	0.1%
18.7	1	0.1%
19	1	0.1%
19.1	2	0.2%
19.5	1	0.1%
20	4	0.4%
20.4	1	0.1%

Value	Count	Frequency (%)
74	2	0.2%
72	1	0.1%
71	1	0.1%
70	1	0.1%
69	1	0.1%
68.5	1	0.1%
66.6	1	0.1%
66	2	0.2%
65	1	0.1%
64.5	1	0.1%

Velocity (km/s)
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	138
Distinct (%)	50.0%
Missing	653
Missing (%)	70.3%
Infinite	0
Infinite (%)	0.0%
Mean	17.86268116

Minimum	9.8
Maximum	49
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	9.8
5-th percentile	11.675
Q1	14.1
median	16.85
Q3	19.925
95-th percentile	28.825
Maximum	49
Range	39.2
Interquartile range (IQR)	5.825

Descriptive statistics

Standard deviation	5.614547862
Coefficient of variation (CV)	0.3143171964
Kurtosis	6.127713005
Mean	17.86268116
Median Absolute Deviation (MAD)	2.95
Skewness	1.952971679
Sum	4930.1
Variance	31.52314769
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.2	6	0.6%
16.9	6	0.6%
15.9	5	0.5%
12.9	5	0.5%
14.9	5	0.5%
18.1	5	0.5%
13.6	5	0.5%
12.2	5	0.5%
14.1	5	0.5%
19.2	4	0.4%
Other values (128)	225	24.2%
(Missing)	653	70.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.8	1	0.1%
10.9	1	0.1%
11.1	2	0.2%
11.2	1	0.1%
11.3	1	0.1%
11.4	2	0.2%
11.5	3	0.3%
11.6	3	0.3%
11.7	2	0.2%
11.8	3	0.3%

Value	Count	Frequency (%)
49	1	0.1%
44.8	1	0.1%
42.3	1	0.1%
36.5	1	0.1%
35.7	1	0.1%
32.1	1	0.1%
31.9	1	0.1%
31.7	1	0.1%
31.4	1	0.1%
30.2	1	0.1%

vx
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	205
Distinct (%)	74.3%
Missing	653
Missing (%)	70.3%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1731884058

Minimum	-35.4
Maximum	27.8
Zeros	0
Zeros (%)	0.0%
Negative	141
Negative (%)	15.2%
Memory size	7.4 KiB

Quantile statistics

Minimum	-35.4
5-th percentile	-16.725
Q1	-8.5
median	-0.85
Q3	8.425
95-th percentile	17.7
Maximum	27.8
Range	63.2
Interquartile range (IQR)	16.925

Descriptive statistics

Standard deviation	10.91147213
Coefficient of variation (CV)	-63.00347923
Kurtosis	-0.2296358398
Mean	-0.1731884058
Median Absolute Deviation (MAD)	8.25
Skewness	-0.09174214764
Sum	-47.8
Variance	119.060224
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-10	5	0.5%
-8.9	3	0.3%
9.6	3	0.3%
9.8	3	0.3%
10.3	3	0.3%
0.2	3	0.3%
1.5	3	0.3%
-15.3	3	0.3%
-2.4	3	0.3%
-2.5	3	0.3%
Other values (195)	244	26.3%
(Missing)	653	70.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-35.4	1	0.1%
-29.1	1	0.1%
-28.2	1	0.1%
-27.8	1	0.1%
-22.8	1	0.1%
-22.4	1	0.1%
-19.3	1	0.1%
-18.9	1	0.1%
-18.6	1	0.1%
-18.2	1	0.1%

Value	Count	Frequency (%)
27.8	1	0.1%
25.2	1	0.1%
23.1	1	0.1%
21.5	1	0.1%
21.3	1	0.1%
20.4	1	0.1%
20.2	1	0.1%
19.2	1	0.1%
19.1	1	0.1%
18.6	2	0.2%

vy
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	204
Distinct (%)	73.9%
Missing	653
Missing (%)	70.3%
Infinite	0
Infinite (%)	0.0%
Mean	-1.969927536

Minimum	-43.5
Maximum	31.2
Zeros	0
Zeros (%)	0.0%
Negative	161
Negative (%)	17.3%
Memory size	7.4 KiB

Quantile statistics

Minimum	-43.5
5-th percentile	-16.7
Q1	-9.925
median	-2.75
Q3	5.55
95-th percentile	15.525
Maximum	31.2
Range	74.7
Interquartile range (IQR)	15.475

Descriptive statistics

Standard deviation	11.07963577
Coefficient of variation (CV)	-5.624387478
Kurtosis	0.445109557
Mean	-1.969927536
Median Absolute Deviation (MAD)	7.9
Skewness	-5.323669932 × 10^-5
Sum	-543.7
Variance	122.7583287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-12.1	4	0.4%
2.2	4	0.4%
2	3	0.3%
-2.5	3	0.3%
-5.8	3	0.3%
-9	3	0.3%
5.3	3	0.3%
-3.3	3	0.3%
6	3	0.3%
8.1	2	0.2%
Other values (194)	245	26.4%
(Missing)	653	70.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-43.5	1	0.1%
-40.4	1	0.1%
-24.4	1	0.1%
-23.7	1	0.1%
-23.5	1	0.1%
-23.2	1	0.1%
-22.7	1	0.1%
-21.7	1	0.1%
-19.6	1	0.1%
-18.3	2	0.2%

Value	Count	Frequency (%)
31.2	1	0.1%
25.8	1	0.1%
25.3	1	0.1%
23.5	1	0.1%
23.4	1	0.1%
18	1	0.1%
17.7	1	0.1%
17.3	1	0.1%
17	1	0.1%
16.8	1	0.1%

vz
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	200
Distinct (%)	72.5%
Missing	653
Missing (%)	70.3%
Infinite	0
Infinite (%)	0.0%
Mean	-0.9047101449

Minimum	-31.2
Maximum	27
Zeros	0
Zeros (%)	0.0%
Negative	138
Negative (%)	14.9%
Memory size	7.4 KiB

Quantile statistics

Minimum	-31.2
5-th percentile	-17.55
Q1	-9.2
median	0
Q3	6.625
95-th percentile	16.125
Maximum	27
Range	58.2
Interquartile range (IQR)	15.825

Descriptive statistics

Standard deviation	10.46033615
Coefficient of variation (CV)	-11.56208561
Kurtosis	-0.2324554032
Mean	-0.9047101449
Median Absolute Deviation (MAD)	7.9
Skewness	-0.1155471762
Sum	-249.7
Variance	109.4186323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.5	4	0.4%
-10.3	3	0.3%
4.6	3	0.3%
1.4	3	0.3%
1.7	3	0.3%
-10.5	3	0.3%
9.7	3	0.3%
-5.5	3	0.3%
3.2	3	0.3%
8.8	3	0.3%
Other values (190)	245	26.4%
(Missing)	653	70.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-31.2	1	0.1%
-28.7	1	0.1%
-27.7	1	0.1%
-26	1	0.1%
-23.9	1	0.1%
-22.8	1	0.1%
-20.9	1	0.1%
-20.8	1	0.1%
-20.2	1	0.1%
-19.6	1	0.1%

Value	Count	Frequency (%)
27	1	0.1%
23.9	1	0.1%
23.7	1	0.1%
22	1	0.1%
19.2	1	0.1%
19	1	0.1%
18.8	1	0.1%
18.6	1	0.1%
17.8	1	0.1%
17.5	1	0.1%

Total Radiated Energy (J)
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	308
Distinct (%)	33.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.597491927 × 10¹¹

Minimum	2 × 10¹⁰
Maximum	3.75 × 10¹⁴
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	2 × 10¹⁰
5-th percentile	2.1 × 10¹⁰
Q1	3.2 × 10¹⁰
median	6.4 × 10¹⁰
Q3	1.46 × 10¹¹
95-th percentile	1.038 × 10¹²
Maximum	3.75 × 10¹⁴
Range	3.7498 × 10¹⁴
Interquartile range (IQR)	1.14 × 10¹¹

Descriptive statistics

Standard deviation	1.241189707 × 10¹³
Coefficient of variation (CV)	16.33683483
Kurtosis	893.4633855
Mean	7.597491927 × 10¹¹
Median Absolute Deviation (MAD)	3.8 × 10¹⁰
Skewness	29.63127787
Sum	7.05807 × 10¹⁴
Variance	1.540551889 × 10²⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2 × 10¹⁰	31	3.3%
2.1 × 10¹⁰	26	2.8%
2.7 × 10¹⁰	24	2.6%
2.2 × 10¹⁰	23	2.5%
2.5 × 10¹⁰	19	2.0%
3 × 10¹⁰	19	2.0%
2.3 × 10¹⁰	18	1.9%
3.2 × 10¹⁰	17	1.8%
2.8 × 10¹⁰	16	1.7%
3.8 × 10¹⁰	15	1.6%
Other values (298)	721	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2 × 10¹⁰	31	3.3%
2.1 × 10¹⁰	26	2.8%
2.2 × 10¹⁰	23	2.5%
2.3 × 10¹⁰	18	1.9%
2.4 × 10¹⁰	15	1.6%
2.5 × 10¹⁰	19	2.0%
2.6 × 10¹⁰	12	1.3%
2.7 × 10¹⁰	24	2.6%
2.8 × 10¹⁰	16	1.7%
2.9 × 10¹⁰	12	1.3%

Value	Count	Frequency (%)
3.75 × 10¹⁴	1	0.1%
3.13 × 10¹³	1	0.1%
2 × 10¹³	2	0.2%
1.82 × 10¹³	1	0.1%
1.04 × 10¹³	1	0.1%
1 × 10¹³	1	0.1%
7.58 × 10¹²	1	0.1%
7.56 × 10¹²	1	0.1%
7.41 × 10¹²	1	0.1%
7.26 × 10¹²	1	0.1%

Calculated Total Impact Energy (kt)
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	140
Distinct (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.234397201

Minimum	0.073
Maximum	440
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	0.073
5-th percentile	0.076
Q1	0.11
median	0.2
Q3	0.42
95-th percentile	2.4
Maximum	440
Range	439.927
Interquartile range (IQR)	0.31

Descriptive statistics

Standard deviation	14.69863174
Coefficient of variation (CV)	11.90753813
Kurtosis	858.3391682
Mean	1.234397201
Median Absolute Deviation (MAD)	0.108
Skewness	28.79922147
Sum	1146.755
Variance	216.0497752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.11	41	4.4%
0.13	37	4.0%
0.12	33	3.6%
0.1	32	3.4%
0.073	31	3.3%
0.14	29	3.1%
0.16	26	2.8%
0.076	26	2.8%
0.095	24	2.6%
0.079	23	2.5%
Other values (130)	627	67.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.073	31	3.3%
0.076	26	2.8%
0.079	23	2.5%
0.082	18	1.9%
0.086	15	1.6%
0.089	19	2.0%
0.092	12	1.3%
0.095	24	2.6%
0.098	16	1.7%
0.1	32	3.4%

Value	Count	Frequency (%)
440	1	0.1%
49	1	0.1%
33	2	0.2%
30	1	0.1%
18	2	0.2%
14	3	0.3%
13	2	0.2%
10	1	0.1%
9.8	1	0.1%
9.5	1	0.1%

date
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

year
Real number (ℝ_≥0)

Distinct	33
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2009.006459

Minimum	1988
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	1988
5-th percentile	1996
Q1	2003
median	2009
Q3	2016
95-th percentile	2021
Maximum	2022
Range	34
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	8.049547619
Coefficient of variation (CV)	0.004006730583
Kurtosis	-1.072998846
Mean	2009.006459
Median Absolute Deviation (MAD)	7
Skewness	-0.1300580841
Sum	1866367
Variance	64.79521686
Monotonicity	Decreasing

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
2015	45	4.8%
2005	45	4.8%
2019	42	4.5%
2020	41	4.4%
2018	39	4.2%
2004	39	4.2%
2006	37	4.0%
2008	37	4.0%
2000	37	4.0%
2012	37	4.0%
Other values (23)	530	57.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1988	1	0.1%
1990	1	0.1%
1991	1	0.1%
1993	2	0.2%
1994	13	1.4%
1995	21	2.3%
1996	33	3.6%
1997	21	2.3%
1998	13	1.4%
1999	30	3.2%

Value	Count	Frequency (%)
2022	31	3.3%
2021	32	3.4%
2020	41	4.4%
2019	42	4.5%
2018	39	4.2%
2017	29	3.1%
2016	33	3.6%
2015	45	4.8%
2014	33	3.6%
2013	24	2.6%

quarter
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

4	242
1	241
2	229
3	217

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	929
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
4	242	26.0%
1	241	25.9%
2	229	24.7%
3	217	23.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
4	242	26.0%
1	241	25.9%
2	229	24.7%
3	217	23.4%

Most occurring characters

Value	Count	Frequency (%)
4	242	26.0%
1	241	25.9%
2	229	24.7%
3	217	23.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	929	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	242	26.0%
1	241	25.9%
2	229	24.7%
3	217	23.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	929	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	242	26.0%
1	241	25.9%
2	229	24.7%
3	217	23.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	929	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	242	26.0%
1	241	25.9%
2	229	24.7%
3	217	23.4%

month
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	12
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.443487621

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.493726382
Coefficient of variation (CV)	0.5422104592
Kurtosis	-1.255475866
Mean	6.443487621
Median Absolute Deviation (MAD)	3
Skewness	0.02026977513
Sum	5986
Variance	12.20612403
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
10	87	9.4%
4	82	8.8%
1	82	8.8%
2	81	8.7%
11	80	8.6%
7	79	8.5%
3	78	8.4%
5	76	8.2%
12	75	8.1%
8	71	7.6%
Other values (2)	138	14.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	82	8.8%
2	81	8.7%
3	78	8.4%
4	82	8.8%
5	76	8.2%
6	71	7.6%
7	79	8.5%
8	71	7.6%
9	67	7.2%
10	87	9.4%

Value	Count	Frequency (%)
12	75	8.1%
11	80	8.6%
10	87	9.4%
9	67	7.2%
8	71	7.6%
7	79	8.5%
6	71	7.6%
5	76	8.2%
4	82	8.8%
3	78	8.4%

day
Real number (ℝ_≥0)

Distinct	31
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.60279871

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.789101838
Coefficient of variation (CV)	0.563302905
Kurtosis	-1.195043125
Mean	15.60279871
Median Absolute Deviation (MAD)	8
Skewness	0.01785747633
Sum	14495
Variance	77.24831112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
18	43	4.6%
9	40	4.3%
22	39	4.2%
15	37	4.0%
7	37	4.0%
4	35	3.8%
12	35	3.8%
21	34	3.7%
28	34	3.7%
27	34	3.7%
Other values (21)	561	60.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	31	3.3%
2	32	3.4%
3	30	3.2%
4	35	3.8%
5	22	2.4%
6	33	3.6%
7	37	4.0%
8	29	3.1%
9	40	4.3%
10	23	2.5%

Value	Count	Frequency (%)
31	16	1.7%
30	27	2.9%
29	25	2.7%
28	34	3.7%
27	34	3.7%
26	29	3.1%
25	28	3.0%
24	25	2.7%
23	27	2.9%
22	39	4.2%

time
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	7.4 KiB

hour
Real number (ℝ_≥0)

ZEROS

Distinct	24
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.26264801

Minimum	0
Maximum	23
Zeros	33
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	11
Q3	17
95-th percentile	22
Maximum	23
Range	23
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	6.861618159
Coefficient of variation (CV)	0.6092366692
Kurtosis	-1.186079666
Mean	11.26264801
Median Absolute Deviation (MAD)	6
Skewness	0.04797692972
Sum	10463
Variance	47.08180376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
12	47	5.1%
13	46	5.0%
17	46	5.0%
11	45	4.8%
4	45	4.8%
3	44	4.7%
1	44	4.7%
22	43	4.6%
6	42	4.5%
7	41	4.4%
Other values (14)	486	52.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	3.6%
1	44	4.7%
2	41	4.4%
3	44	4.7%
4	45	4.8%
5	33	3.6%
6	42	4.5%
7	41	4.4%
8	32	3.4%
9	37	4.0%

Value	Count	Frequency (%)
23	31	3.3%
22	43	4.6%
21	38	4.1%
20	40	4.3%
19	29	3.1%
18	28	3.0%
17	46	5.0%
16	39	4.2%
15	35	3.8%
14	33	3.6%

minute
Real number (ℝ_≥0)

ZEROS

Distinct	60
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.82992465

Minimum	0
Maximum	59
Zeros	18
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	14
median	29
Q3	44
95-th percentile	55.6
Maximum	59
Range	59
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	17.096239
Coefficient of variation (CV)	0.5930032496
Kurtosis	-1.183500086
Mean	28.82992465
Median Absolute Deviation (MAD)	15
Skewness	0.004383867206
Sum	26783
Variance	292.281388
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	26	2.8%
51	23	2.5%
30	23	2.5%
38	22	2.4%
19	22	2.4%
6	21	2.3%
40	20	2.2%
2	20	2.2%
24	19	2.0%
31	19	2.0%
Other values (50)	714	76.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	18	1.9%
1	15	1.6%
2	20	2.2%
3	17	1.8%
4	12	1.3%
5	14	1.5%
6	21	2.3%
7	19	2.0%
8	18	1.9%
9	8	0.9%

Value	Count	Frequency (%)
59	13	1.4%
58	9	1.0%
57	14	1.5%
56	11	1.2%
55	16	1.7%
54	14	1.5%
53	12	1.3%
52	9	1.0%
51	23	2.5%
50	19	2.0%

second
Real number (ℝ_≥0)

ZEROS

Distinct	60
Distinct (%)	6.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.82561895

Minimum	0
Maximum	59
Zeros	11
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	16
median	32
Q3	46
95-th percentile	57
Maximum	59
Range	59
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	17.3042547
Coefficient of variation (CV)	0.5613595216
Kurtosis	-1.185251252
Mean	30.82561895
Median Absolute Deviation (MAD)	15
Skewness	-0.09144824317
Sum	28637
Variance	299.4372309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28	25	2.7%
38	24	2.6%
41	23	2.5%
59	22	2.4%
45	20	2.2%
55	20	2.2%
52	19	2.0%
51	19	2.0%
53	19	2.0%
32	19	2.0%
Other values (50)	719	77.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	1.2%
1	17	1.8%
2	13	1.4%
3	14	1.5%
4	13	1.4%
5	13	1.4%
6	16	1.7%
7	16	1.7%
8	10	1.1%
9	15	1.6%

Value	Count	Frequency (%)
59	22	2.4%
58	17	1.8%
57	15	1.6%
56	15	1.6%
55	20	2.2%
54	12	1.3%
53	19	2.0%
52	19	2.0%
51	19	2.0%
50	15	1.6%

weekday
Real number (ℝ_≥0)

ZEROS

Distinct	7
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.952637244

Minimum	0
Maximum	6
Zeros	117
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	7.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.939804258
Coefficient of variation (CV)	0.6569734435
Kurtosis	-1.191439994
Mean	2.952637244
Median Absolute Deviation (MAD)	2
Skewness	0.04560684658
Sum	2743
Variance	3.762840559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	152	16.4%
3	143	15.4%
4	142	15.3%
2	133	14.3%
5	124	13.3%
6	118	12.7%
0	117	12.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	117	12.6%
1	152	16.4%
2	133	14.3%
3	143	15.4%
4	142	15.3%
5	124	13.3%
6	118	12.7%

Value	Count	Frequency (%)
6	118	12.7%
5	124	13.3%
4	142	15.3%
3	143	15.4%
2	133	14.3%
1	152	16.4%
0	117	12.6%

Lat
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	570
Distinct (%)	77.1%
Missing	190
Missing (%)	20.5%
Infinite	0
Infinite (%)	0.0%
Mean	-1.180784844

Minimum	-85
Maximum	88.5
Zeros	1
Zeros (%)	0.1%
Negative	374
Negative (%)	40.3%
Memory size	7.4 KiB

Quantile statistics

Minimum	-85
5-th percentile	-62.9
Q1	-31
median	-1.2
Q3	28.35
95-th percentile	58.07
Maximum	88.5
Range	173.5
Interquartile range (IQR)	59.35

Descriptive statistics

Standard deviation	37.56220436
Coefficient of variation (CV)	-31.81121823
Kurtosis	-0.8044789951
Mean	-1.180784844
Median Absolute Deviation (MAD)	29.8
Skewness	0.01816008652
Sum	-872.6
Variance	1410.919197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28	4	0.4%
18.9	3	0.3%
46.9	3	0.3%
-50.2	3	0.3%
-24.4	3	0.3%
-44	3	0.3%
21.9	3	0.3%
-31.1	3	0.3%
-41.8	3	0.3%
-21.5	3	0.3%
Other values (560)	708	76.2%
(Missing)	190	20.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-85	1	0.1%
-83.7	1	0.1%
-81.1	1	0.1%
-79.8	1	0.1%
-78.3	2	0.2%
-75.8	1	0.1%
-75.4	1	0.1%
-72.5	1	0.1%
-71.7	1	0.1%
-71.5	1	0.1%

Value	Count	Frequency (%)
88.5	1	0.1%
86.7	1	0.1%
82.5	1	0.1%
82.3	1	0.1%
80	1	0.1%
78.7	1	0.1%
76.9	1	0.1%
76.7	1	0.1%
76.6	1	0.1%
76	1	0.1%

Long
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	670
Distinct (%)	90.7%
Missing	190
Missing (%)	20.5%
Infinite	0
Infinite (%)	0.0%
Mean	3.348173207

Minimum	-179.7
Maximum	180
Zeros	0
Zeros (%)	0.0%
Negative	361
Negative (%)	38.9%
Memory size	7.4 KiB

Quantile statistics

Minimum	-179.7
5-th percentile	-163.03
Q1	-83.95
median	3.6
Q3	95.05
95-th percentile	162.02
Maximum	180
Range	359.7
Interquartile range (IQR)	179

Descriptive statistics

Standard deviation	103.9659935
Coefficient of variation (CV)	31.0515577
Kurtosis	-1.177457618
Mean	3.348173207
Median Absolute Deviation (MAD)	89.7
Skewness	-0.0576328173
Sum	2474.3
Variance	10808.92781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-64.6	4	0.4%
175	3	0.3%
-37.2	3	0.3%
21	3	0.3%
56.4	3	0.3%
-147.6	2	0.2%
-52.2	2	0.2%
-31.7	2	0.2%
25.7	2	0.2%
51.5	2	0.2%
Other values (660)	713	76.7%
(Missing)	190	20.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-179.7	1	0.1%
-179.3	1	0.1%
-178.5	1	0.1%
-178.3	1	0.1%
-178.1	1	0.1%
-176.9	1	0.1%
-176.2	1	0.1%
-176	1	0.1%
-175.9	1	0.1%
-175.8	1	0.1%

Value	Count	Frequency (%)
180	1	0.1%
179.7	1	0.1%
178.5	1	0.1%
177.6	1	0.1%
175.8	1	0.1%
175.5	1	0.1%
175.3	2	0.2%
175	3	0.3%
174.9	1	0.1%
174.4	1	0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Peak Brightness Date/Time (UT)	Latitude (deg.)	Longitude (deg.)	Altitude (km)	Velocity (km/s)	vx	vy	vz	Total Radiated Energy (J)	Calculated Total Impact Energy (kt)	date	year	quarter	month	day	time	hour	minute	second	weekday	Lat	Long
0	2022-08-21 16:35:49	6.3S	51.5E	37.0	NaN	NaN	NaN	NaN	2.100000e+10	0.076	2022-08-21	2022	3	8	21	16:35:49	16	35	49	6	-6.3	51.5
1	2022-08-14 07:39:18	35.0S	78.4E	55.5	NaN	NaN	NaN	NaN	4.680000e+11	1.200	2022-08-14	2022	3	8	14	07:39:18	7	39	18	6	-35.0	78.4
2	2022-07-28 01:36:08	6.0S	86.9W	37.5	29.9	-17.1	23.5	-7.2	2.510000e+11	0.680	2022-07-28	2022	3	7	28	01:36:08	1	36	8	3	-6.0	-86.9
3	2022-07-27 04:41:30	44.8S	2.9W	38.1	19.8	-6.1	17.7	6.5	5.240000e+11	1.300	2022-07-27	2022	3	7	27	04:41:30	4	41	30	2	-44.8	-2.9
4	2022-07-25 07:28:17	40.5S	76.6E	33.6	15.2	-2.1	-2.2	14.9	8.700000e+10	0.270	2022-07-25	2022	3	7	25	07:28:17	7	28	17	0	-40.5	76.6
5	2022-07-22 00:16:19	23.3S	20.5W	32.7	17.4	-7.1	15.5	-3.3	6.000000e+10	0.190	2022-07-22	2022	3	7	22	00:16:19	0	16	19	4	-23.3	-20.5
6	2022-07-20 10:56:53	43.0S	59.6W	32.2	16.0	-0.9	15.6	-3.6	8.600000e+10	0.270	2022-07-20	2022	3	7	20	10:56:53	10	56	53	2	-43.0	-59.6
7	2022-07-08 01:36:37	21.3N	130.1E	22.0	20.2	17.9	-4.1	-8.3	2.700000e+10	0.095	2022-07-08	2022	3	7	8	01:36:37	1	36	37	4	21.3	130.1
8	2022-07-07 01:49:26	41.7S	175.0E	35.0	NaN	NaN	NaN	NaN	7.340000e+11	1.800	2022-07-07	2022	3	7	7	01:49:26	1	49	26	3	-41.7	175.0
9	2022-06-30 04:02:57	31.9S	12.9W	56.0	NaN	NaN	NaN	NaN	9.100000e+10	0.280	2022-06-30	2022	2	6	30	04:02:57	4	2	57	3	-31.9	-12.9

Last rows

	Peak Brightness Date/Time (UT)	Latitude (deg.)	Longitude (deg.)	Altitude (km)	Velocity (km/s)	vx	vy	vz	Total Radiated Energy (J)	Calculated Total Impact Energy (kt)	date	year	quarter	month	day	time	hour	minute	second	weekday	Lat	Long
919	1994-08-15 23:16:48	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.640000e+11	0.470	1994-08-15	1994	3	8	15	23:16:48	23	16	48	0	NaN	NaN
920	1994-06-15 00:02:26	45.0N	73.5W	NaN	NaN	NaN	NaN	NaN	4.100000e+10	0.140	1994-06-15	1994	2	6	15	00:02:26	0	2	26	2	45.0	-73.5
921	1994-06-03 20:48:42	NaN	NaN	NaN	NaN	NaN	NaN	NaN	5.090000e+11	1.300	1994-06-03	1994	2	6	3	20:48:42	20	48	42	4	NaN	NaN
922	1994-05-29 09:30:58	52.8N	2.3E	NaN	NaN	NaN	NaN	NaN	3.840000e+11	1.000	1994-05-29	1994	2	5	29	09:30:58	9	30	58	6	52.8	2.3
923	1994-02-01 22:38:09	2.7N	164.1E	NaN	NaN	NaN	NaN	NaN	1.820000e+13	30.000	1994-02-01	1994	1	2	1	22:38:09	22	38	9	1	2.7	164.1
924	1993-11-29 17:48:41	26.5N	78.3E	NaN	NaN	NaN	NaN	NaN	2.600000e+10	0.092	1993-11-29	1993	4	11	29	17:48:41	17	48	41	0	26.5	78.3
925	1993-10-31 03:39:27	51.3N	100.9W	NaN	NaN	NaN	NaN	NaN	4.000000e+10	0.130	1993-10-31	1993	4	10	31	03:39:27	3	39	27	6	51.3	-100.9
926	1991-10-04 09:22:47	78.7N	6.3E	NaN	NaN	NaN	NaN	NaN	5.500000e+11	1.400	1991-10-04	1991	4	10	4	09:22:47	9	22	47	4	78.7	6.3
927	1990-10-01 03:51:47	7.5N	142.8E	NaN	NaN	NaN	NaN	NaN	2.500000e+12	5.200	1990-10-01	1990	4	10	1	03:51:47	3	51	47	0	7.5	142.8
928	1988-04-15 03:03:10	4.1S	124.3E	NaN	NaN	NaN	NaN	NaN	7.580000e+12	14.000	1988-04-15	1988	2	4	15	03:03:10	3	3	10	4	-4.1	124.3

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows